On the Feasibility of Cross-Language Detection of Malicious Packages in npm and PyPI
Authors: Piergiorgio Ladisa, Serena Elisa Ponta, Nicola Ronzoni, Matias Martinez, Olivier Barais | Published: 2023-10-14
攻撃の評価
Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation
Authors: Yangsibo Huang, Samyak Gupta, Mengzhou Xia, Kai Li, Danqi Chen | Published: 2023-10-10
Test-Time Poisoning Attacks Against Test-Time Adaptation Models
Authors: Tianshuo Cong, Xinlei He, Yun Shen, Yang Zhang | Published: 2023-08-16
Diff-CAPTCHA: An Image-based CAPTCHA with Security Enhanced by Denoising Diffusion Model
Authors: Ran Jiang, Sanfeng Zhang, Linfeng Liu, Yanbing Peng | Published: 2023-08-16
Understanding Multi-Turn Toxic Behaviors in Open-Domain Chatbots
Authors: Bocheng Chen, Guangjing Wang, Hanqing Guo, Yuanda Wang, Qiben Yan | Published: 2023-07-14
Group-based Robustness: A General Framework for Customized Robustness in the Real World
Authors: Weiran Lin, Keane Lucas, Neo Eyal, Lujo Bauer, Michael K. Reiter, Mahmood Sharif | Published: 2023-06-29 | Updated: 2024-03-10
Island-based Random Dynamic Voltage Scaling vs ML-Enhanced Power Side-Channel Attacks
Authors: Dake Chen, Christine Goins, Maxwell Waugaman, Georgios D. Dimou, Peter A. Beerel | Published: 2023-06-08 | Updated: 2023-06-13
Extracting Cloud-based Model with Prior Knowledge
Authors: Shiqian Zhao, Kangjie Chen, Meng Hao, Jian Zhang, Guowen Xu, Hongwei Li, Tianwei Zhang | Published: 2023-06-07 | Updated: 2023-06-13
Evading Black-box Classifiers Without Breaking Eggs
Authors: Edoardo Debenedetti, Nicholas Carlini, Florian Tramèr | Published: 2023-06-05 | Updated: 2024-02-14
Hyperparameter Learning under Data Poisoning: Analysis of the Influence of Regularization via Multiobjective Bilevel Optimization
Authors: Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu | Published: 2023-06-02 | Updated: 2023-06-23